.. _sphx_glr_auto_examples_blind-inverse-problems:

Blind Inverse Problems
----------------------




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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates blind image deblurring using the pretrained kernel estimation network from the paper :footcitecarbajal2023blind. The network estimates spatially-varying blur kernels from a blurred image, which are then used in a space-varying blur physics model to reconstruct the sharp image using a non-blind deblurring algorithm.">

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  .. image:: /auto_examples/blind-inverse-problems/images/thumb/sphx_glr_demo_blind_deblurring_thumb.png
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  :doc:`/auto_examples/blind-inverse-problems/demo_blind_deblurring`

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      <div class="sphx-glr-thumbnail-title">Blind deblurring with kernel estimation network</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows you how to use deepinv.physics.Physics together with automatic differentiation to estimate unknown parameters of your forward operator.">

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  .. image:: /auto_examples/blind-inverse-problems/images/thumb/sphx_glr_demo_optimizing_physics_parameter_thumb.png
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  :doc:`/auto_examples/blind-inverse-problems/demo_optimizing_physics_parameter`

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      <div class="sphx-glr-thumbnail-title">Calibrating physics operators</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/blind-inverse-problems/demo_blind_deblurring
   /auto_examples/blind-inverse-problems/demo_optimizing_physics_parameter